google-research / bigbird
Transformers for Longer Sequences
☆596Updated 2 years ago
Alternatives and similar repositories for bigbird:
Users that are interested in bigbird are comparing it to the libraries listed below
- Longformer: The Long-Document Transformer☆2,094Updated 2 years ago
- Long Range Arena for Benchmarking Efficient Transformers☆748Updated last year
- Pretrain and finetune ELECTRA with fastai and huggingface. (Results of the paper replicated !)☆327Updated last year
- The corresponding code from our paper "DeCLUTR: Deep Contrastive Learning for Unsupervised Textual Representations". Do not hesitate to o…☆380Updated last year
- Flexible components pairing 🤗 Transformers with Pytorch Lightning☆609Updated 2 years ago
- FastFormers - highly efficient transformer models for NLU☆704Updated last year
- Code for using and evaluating SpanBERT.☆896Updated last year
- Autoregressive Entity Retrieval☆782Updated last year
- ☆344Updated 3 years ago
- A Visual Analysis Tool to Explore Learned Representations in Transformers Models☆587Updated last year
- NL-Augmenter 🦎 → 🐍 A Collaborative Repository of Natural Language Transformations☆781Updated 10 months ago
- Repository containing code for "How to Train BERT with an Academic Budget" paper☆312Updated last year
- An implementation of masked language modeling for Pytorch, made as concise and simple as possible☆178Updated last year
- [DEPRECATED] Repo for exploring multi-task learning approaches to learning sentence representations☆791Updated 3 years ago
- ☆461Updated 3 years ago
- XTREME is a benchmark for the evaluation of the cross-lingual generalization ability of pre-trained multilingual models that covers 40 ty…☆640Updated 2 years ago
- An implementation of Performer, a linear attention-based transformer, in Pytorch☆1,116Updated 3 years ago
- Understanding the Difficulty of Training Transformers☆328Updated 2 years ago
- Implementation of RETRO, Deepmind's Retrieval based Attention net, in Pytorch☆859Updated last year
- Fast BPE☆668Updated 9 months ago
- Transformer with Untied Positional Encoding (TUPE). Code of paper "Rethinking Positional Encoding in Language Pre-training". Improve exis…☆250Updated 3 years ago
- Code associated with the Don't Stop Pretraining ACL 2020 paper☆529Updated 3 years ago
- Code for the ALiBi method for transformer language models (ICLR 2022)☆518Updated last year
- An efficient implementation of the popular sequence models for text generation, summarization, and translation tasks. https://arxiv.org/p…☆432Updated 2 years ago
- Officially supported AllenNLP models☆538Updated 2 years ago
- Pytorch library for fast transformer implementations☆1,687Updated 2 years ago
- Repository for the paper "Optimal Subarchitecture Extraction for BERT"☆471Updated 2 years ago
- Plug and Play Language Model implementation. Allows to steer topic and attributes of GPT-2 models.☆1,141Updated last year
- ☆501Updated last year
- jiant is an nlp toolkit☆1,663Updated last year